Someone inside the house opened the door after hearing gunshots, but Sanchez was already dead on the porch.

According to the Los Angeles Police Department and a neighbor's surveillance video, a car is shown pulling up around 4 a.m. Someone gets out and runs up to the house, and a figure can then be seen running back to the car and driving away.

"The footage, it was heartbreaking," the victim’s sister Diana Williams told the news station.

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Detectives believe that Sanchez was running away from a robber when she was shot, but they also said they were not ruling out other scenarios. "Deshawnda is a transgender female," Barling said. "At this point we cannot say it's a hate crime, but we have not ruled out that as being a possibility."

"Honestly, I think it's a hate crime," the victim's twin sister, Deshanda Bradley, told the news station. "I think because they found he was a dude … they killed him."